Analysis and on-line diagnostics of the systems described as nonstationary stochastic processes

The problem of detecting the changes in the properties of cointegrated nonstationary processes is discussed. A cumulative sum algorithm is offered for detecting the cointegration loss. The effectiveness of the approach proposed is demonstrated with the solution to the problem of analyzing a group of Russian market indices described as nonstationary time series.